Alex Deng

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 14

Top Topics

Continuous Monitoring

Euclidean Metric

Statistical Inference

Hypothesis Test

Top Venues

WWW (Companion Volume)

Publications

Alex Deng, Luke Hagar, Nathaniel T. Stevens, Tatiana Xifara, Amit Gandhi
Metric Decomposition in A/B Tests. KDD (2024)
Alex Deng, Lo-Hua Yuan, Naoya Kanai, Alexandre Salama-Manteau
Zero to Hero: Exploiting Null Effects to Achieve Variance Reduction in Experiments with One-sided Triggering. WSDM (2023)
Alex Deng, Michelle Du, Anna Matlin, Qing Zhang
Variance Reduction Using In-Experiment Data: Efficient and Targeted Online Measurement for Sparse and Delayed Outcomes. KDD (2023)
Thu Le, Alex Deng
The Price is Right: Removing A/B Test Bias in a Marketplace of Expirable Goods. CIKM (2023)
Ron Kohavi, Alex Deng, Lukas Vermeer
A/B Testing Intuition Busters: Common Misunderstandings in Online Controlled Experiments. KDD (2022)
Alex Deng, Michelle Du, Anna Matlin
Continuous Attribution of Episodical Outcomes for More Efficient and Targeted Online Measurement. CoRR (2022)
Alex Deng, Yicheng Li, Jiannan Lu, Vivek Ramamurthy
On Post-selection Inference in A/B Testing. KDD (2021)
Somit Gupta, Ronny Kohavi, Alex Deng, Jeff Omhover, Pawel Janowski
A/B Testing at Scale: Accelerating Software Innovation. WWW (Companion Volume) (2019)
Alex Deng, Ulf Knoblich, Jiannan Lu
Applying the Delta Method in Metric Analytics: A Practical Guide with Novel Ideas. KDD (2018)
Eduardo M. Azevedo, Alex Deng, Jose Luis Montiel Olea, Justin Rao, E. Glen Weyl
The A/B Testing Problem. EC (2018)
Alex Deng, Pavel A. Dmitriev, Somit Gupta, Ron Kohavi, Paul Raff, Lukas Vermeer
A/B Testing at Scale: Accelerating Software Innovation. SIGIR (2017)
Alex Deng, Jiannan Lu, Jonthan Litz
Trustworthy Analysis of Online A/B Tests: Pitfalls, challenges and solutions. WSDM (2017)
Alex Deng, Jiannan Lu, Shouyuan Chen
Continuous Monitoring of A/B Tests without Pain: Optional Stopping in Bayesian Testing. DSAA (2016)
Alex Deng, Xiaolin Shi
Data-Driven Metric Development for Online Controlled Experiments: Seven Lessons Learned. KDD (2016)
Alex Deng
Objective Bayesian Two Sample Hypothesis Testing for Online Controlled Experiments. WWW (Companion Volume) (2015)
Alex Deng
Objective Bayesian Two Sample Hypothesis Testing for Online Controlled Experiments. WWW (Companion Volume) (2015)
Alex Deng, Victor Hu
Diluted Treatment Effect Estimation for Trigger Analysis in Online Controlled Experiments. WSDM (2015)
Alex Deng, Tianxi Li, Yu Guo
Statistical inference in two-stage online controlled experiments with treatment selection and validation. WWW (2014)
Ron Kohavi, Alex Deng, Roger Longbotham, Ya Xu
Seven rules of thumb for web site experimenters. KDD (2014)
Ron Kohavi, Alex Deng, Brian Frasca, Toby Walker, Ya Xu, Nils Pohlmann
Online controlled experiments at large scale. KDD (2013)
Alex Deng, Ya Xu, Ron Kohavi, Toby Walker
Improving the sensitivity of online controlled experiments by utilizing pre-experiment data. WSDM (2013)
Ron Kohavi, Alex Deng, Brian Frasca, Roger Longbotham, Toby Walker, Ya Xu
Trustworthy online controlled experiments: five puzzling outcomes explained. KDD (2012)